{"id":"https://openalex.org/W2967538378","doi":"https://doi.org/10.23919/ecc.2019.8795967","title":"Performance Study of Deterministic and Uncertainty-Aware Predictive Energy Management Strategies for Real-World Driving Cycles","display_name":"Performance Study of Deterministic and Uncertainty-Aware Predictive Energy Management Strategies for Real-World Driving Cycles","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2967538378","doi":"https://doi.org/10.23919/ecc.2019.8795967","mag":"2967538378"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2019.8795967","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8795967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050023361","display_name":"Martina Jo\u0161evski","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Josevski","raw_affiliation_strings":["Department of Electrical Engineering, RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029739081","display_name":"Dirk Abel","orcid":"https://orcid.org/0000-0003-0286-3654"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Abel","raw_affiliation_strings":["Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030410007","display_name":"Antonello Monti","orcid":"https://orcid.org/0000-0003-1914-9801"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Antonello Monti","raw_affiliation_strings":["Department of Electrical Engineering, RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1276,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50716691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4140","last_page":"4147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/powertrain","display_name":"Powertrain","score":0.8346412181854248},{"id":"https://openalex.org/keywords/driving-cycle","display_name":"Driving cycle","score":0.7690272331237793},{"id":"https://openalex.org/keywords/electrification","display_name":"Electrification","score":0.6804581880569458},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6673130393028259},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6547578573226929},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6542532444000244},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.6209689378738403},{"id":"https://openalex.org/keywords/dspace","display_name":"DSPACE","score":0.619741678237915},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.6186418533325195},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5542082190513611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5389844179153442},{"id":"https://openalex.org/keywords/propulsion","display_name":"Propulsion","score":0.44414517283439636},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4320526123046875},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.38236281275749207},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.34995895624160767},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.34685108065605164},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31772616505622864},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.31204235553741455},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3114877939224243}],"concepts":[{"id":"https://openalex.org/C76047896","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Powertrain","level":3,"score":0.8346412181854248},{"id":"https://openalex.org/C169042556","wikidata":"https://www.wikidata.org/wiki/Q16246150","display_name":"Driving cycle","level":4,"score":0.7690272331237793},{"id":"https://openalex.org/C2778324724","wikidata":"https://www.wikidata.org/wiki/Q1076056","display_name":"Electrification","level":3,"score":0.6804581880569458},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6673130393028259},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6547578573226929},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6542532444000244},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.6209689378738403},{"id":"https://openalex.org/C38264464","wikidata":"https://www.wikidata.org/wiki/Q1155722","display_name":"DSPACE","level":2,"score":0.619741678237915},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.6186418533325195},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5542082190513611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5389844179153442},{"id":"https://openalex.org/C1034443","wikidata":"https://www.wikidata.org/wiki/Q2583685","display_name":"Propulsion","level":2,"score":0.44414517283439636},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4320526123046875},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.38236281275749207},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.34995895624160767},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.34685108065605164},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31772616505622864},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.31204235553741455},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3114877939224243},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc.2019.8795967","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8795967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.rwth-aachen.de:770912","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/search?p=id:%22RWTH-2019-09799%22","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Piscataway, NJ : IEEE 4140-4147 (2019). doi:10.23919/ECC.2019.8795967","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1981723834","https://openalex.org/W2084008601","https://openalex.org/W2098096678","https://openalex.org/W2127778840","https://openalex.org/W2142411962","https://openalex.org/W2162117184","https://openalex.org/W2344384429","https://openalex.org/W2399440847","https://openalex.org/W2483096722","https://openalex.org/W2557055507","https://openalex.org/W2561145466","https://openalex.org/W2735136361","https://openalex.org/W4246038204","https://openalex.org/W4300011629","https://openalex.org/W4301909677"],"related_works":["https://openalex.org/W2802383161","https://openalex.org/W1982860012","https://openalex.org/W4289209556","https://openalex.org/W2360215965","https://openalex.org/W2910373838","https://openalex.org/W2009934321","https://openalex.org/W2038219171","https://openalex.org/W2395107715","https://openalex.org/W2609981585","https://openalex.org/W2481191189"],"abstract_inverted_index":{"Electrification":[0],"of":[1,9,20,32,42,71,80,91,126],"powertrains":[2],"is":[3,37,65],"closely":[4],"related":[5],"to":[6,16],"the":[7,18,33,40,60,78,102,108],"design":[8,41],"intelligent":[10],"control":[11],"strategies":[12,45],"that":[13,25],"are":[14,122],"applied":[15],"improve":[17],"operation":[19],"vehicle":[21],"propulsion":[22],"units":[23],"such":[24],"reduced":[26],"fuel":[27,88,127],"consumption":[28],"and":[29,56,82,131],"optimized":[30],"usage":[31],"energy":[34,43],"storage":[35],"system":[36],"achieved.":[38],"Thereby,":[39],"management":[44],"for":[46,51,87],"real-world":[47,97],"driving":[48,98],"cycles,":[49,99],"i.e.,":[50,100],"conditions":[52],"where":[53],"only":[54],"limited":[55],"uncertain":[57],"information":[58],"about":[59],"future":[61],"driver":[62,103],"torque":[63],"demand":[64],"available,":[66],"represents":[67],"an":[68],"emerging":[69],"field":[70],"research.":[72],"In":[73,111],"this":[74],"contribution,":[75],"we":[76],"evaluate":[77],"performance":[79,113],"deterministic":[81],"uncertainty-aware":[83],"model":[84],"predictive":[85],"controllers":[86,121],"economy":[89],"optimization":[90],"hybrid":[92],"electric":[93],"vehicles":[94],"on":[95],"(uncertain)":[96],"when":[101],"action":[104],"significantly":[105],"deviates":[106],"from":[107],"expected":[109],"one.":[110],"a":[112],"study,":[114],"using":[115],"dSPACE":[116],"Automotive":[117],"Simulation":[118],"Models,":[119],"these":[120],"compared":[123],"in":[124],"terms":[125],"economy,":[128],"charge":[129],"sustainability":[130],"computational":[132],"complexity.":[133]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
